Your ROI-First
AI Transformation
Partner
We help your company become AI-native, one department at a time.
The one-stop shop for AI strategy, AI enablement, implementation, and optimization.
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01Agent works the leads
- Pulled 120 new leads from the CRM
- Enriched each with company, role and intent
- Scored and ranked every lead
- Drafted personal outreach for the top 30
- Flagged 6 that need a call first
Leads worked100%Outreach goes out after a human approves.
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02Rep reviews the shortlist
- Top 30 shown with scores and reasons
- 26 drafts approved as written
- 4 rewritten by the rep, agent learned
Outreach 30 personal emails out -
03Calls logged automatically
- Transcribed 14 discovery calls
- Notes and next steps written to the CRM
- Follow-ups booked in the rep's calendar
Pipeline updatedAgent run time12s -
04ROIKPI
Qualified meetings a month
18 41Hours back, monthly120Paid for itselfWeek 5
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01Agent processes the invoices
- Read 38 invoices from the inbox and portal
- Extracted vendor, amounts, terms and POs
- Matched each to its order and receipt
- Checked tax IDs, bank details, duplicates
- Flagged 3 for review
- Prepared the approval packets
Batch progress100%Approvals stay with a human in the loop.
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02Manager approves the payments
- Packets shown with evidence and checks
- 35 approved in one pass
- 3 flagged reviewed, 1 sent back to the vendor
Compliance Every check passed before payment -
03Payments scheduled
- Payment run scheduled by due date
- Records posted to the ERP
- Audit trail attached to every invoice
Batch completeAgent run time14s -
04ROIKPI
Days to approve an invoice
6 1Hours back, monthly95Paid for itselfWeek 6
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01Agent pre-checks the files
- Read 24 onboarding files from the portal
- Verified IDs, addresses and beneficial owners
- Screened every name against sanctions and PEP lists
- Matched each document to the checklist
- Flagged 4 with gaps or hits
- Prepared the review packets
Files checked100%The compliance officer decides on every file.
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02Compliance officer reviews
- Packets shown with evidence and sources
- 20 cleared in one pass
- 4 flagged reviewed, 2 sent back for documents
Audit Every decision logged with its evidence -
03Clients onboarded
- Cleared files released to onboarding
- Records posted to the CRM and the KYC register
- Audit trail attached to every file
Batch completeAgent run time21s -
04ROIKPI
Days to clear a new client
5 1Hours back, monthly70Paid for itselfWeek 7
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01Agent triages the queue
- Read all 210 tickets
- Classified by product, issue and urgency
- Routed each to the right team
- Pulled each customer's history and plan
- Drafted a fix or diagnostic for 160
- Escalated 9 urgent ones
Queue triaged100%Replies go out after a human approves.
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02Team reviews the drafts
- Drafts shown with the diagnostic
- 148 approved as written
- 12 edited before sending
Routing Right team first time -
03Customers answered
- Replies sent with the fix and steps
- Diagnostics handed to engineering
- Tickets tagged and closed
Queue clearAgent run time11s -
04ROIKPI
Hours to resolve a ticket
26 4Hours back, monthly260Paid for itselfWeek 4
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01Agent runs the close
- Pulled invoices, bills and bank feeds
- Matched invoices to purchase orders
- Reconciled the bank accounts
- Flagged 4 exceptions
- Drafted the journal entries
- Built the variance report
Close progress100%Exceptions handled by a human in the loop.
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02Human reviews exceptions
- Exceptions summarized with sources
- 3 of 4 approved by the controller
- 1 corrected, agent updated
Confidence Above the posting threshold -
03Close completed
- Entries posted to the ledger
- Variance report sent to the CFO
- Audit trail attached
Close signed offAgent run time9s -
04ROIKPI
Days to close the month
11 4Hours back, monthly140Paid for itselfWeek 7
Every department benefits from AI
From the first lead to the month-end close, each team gets agents built for its own work, with a person approving what goes out.
Result: your sales team closes faster, your operations and finance teams operate like they're 2x the size, your compliance team clears clients sooner without skipping a check, and your customers end up measurably happier.
Sales acceleration
Fill the pipeline, skip the admin
Agents score every lead as it lands, draft outreach for the ones worth a rep's time and write the call notes back to the CRM. Your team spends the day selling.
- Automatic CRM data entry and call notes
- Custom cross-selling recommendation algorithms
- Lead scoring and prioritization
- Pipeline and forecast signals
What teams see
2×
qualified meetings a month
30%
shorter sales cycle
Illustrative figures. Yours depend on scope, data and the team; we size them with you before we start.
Operations automation
Documents in, decisions ready
Agents read the invoices, contracts and forms that arrive every day, run the checks and hand a ready-to-approve packet to whoever signs off. Nothing gets paid without a person's yes.
- Document ingestion and extraction
- Compliance and payment checks
- Human-in-the-loop approval packets
- ERP posting with an audit trail
What teams see
6×
faster invoice approvals
80%
less manual data entry
Illustrative figures. Yours depend on scope, data and the team; we size them with you before we start.
Compliance KYC pre-check
Every file checked before a person reviews it
Agents read each new client file, verify the identity, address and ownership documents, screen the names against sanctions and PEP lists, and hand the compliance officer a packet with the evidence. The officer decides; the agent never clears a file on its own.
- Document verification against your checklist
- Sanctions, PEP and adverse-media screening
- Review packets with evidence and sources
- A decision log for every file, audit-ready
What teams see
5×
faster client onboarding
70%
less checking time per file
Illustrative figures. Yours depend on scope, data and the team; we size them with you before we start.
Support resolution
Right team, right answer, first time
Agents triage the queue as it fills, route each ticket to the team that can fix it and draft the reply or the diagnostic. Your people review and send instead of starting from a blank page.
- Intelligent ticket routing
- Suggested fixes and diagnostics
- Customer history and plan at hand
- Urgency and escalation flags
What teams see
85%
faster ticket resolution
20%
increase in customer satisfaction score
Illustrative figures. Yours depend on scope, data and the team; we size them with you before we start.
Finance operations
Close in days, not weeks
Agents reconcile the ledgers, chase the exceptions and assemble the close packet, so the numbers are ready when the board asks and nobody works the weekend.
- Automated reconciliation
- Exception and anomaly detection
- Reporting and forecasting
- Controls with an audit trail
What teams see
60%
shorter month-end close
140 h
back every month
Illustrative figures. Yours depend on scope, data and the team; we size them with you before we start.
Companies will need to transform into AI-native organizations
to survive in the agentic world.
But most companies have no AI strategy.
What they have instead is a license here, a pilot there, and a few enthusiasts learning as they go.
Only22%
of operations leaders have a fully developed and implemented AI strategy
Only26%
of enterprises consider themselves advanced in operationalizing AI
- A demo that impressed the board and went nowhere
- Executives who each mean something different by AI
- Subscriptions bought before the use case
- One pilot per department, no plan behind them
- The real know-how living in three people's heads
- Automation bolted on, so the old process is still the process
The pattern repeats across industries. Someone senior gets excited, a vendor gets a contract, a team ships a demo. Then the demo has to survive real data, real permissions and real people, and it rarely does.
None of it adds up to a capability. Each project starts from zero, nothing it learned gets written down, and the next one repeats the same six months. Meanwhile the work that actually eats the week, the reconciling, the routing, the re-typing, goes on untouched.
Access to AI is no longer the constraint; everyone has it. What is scarce is the judgment to pick the right first problem, sequence the ones after it, and change how the team works so the result sticks. That is the work below.
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AI enablement
On-site sessions for your leadership, one department, or the whole company, built for your industry and on the tools your people already use.
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AI opportunity sprint
2 to 4 weeks before anything is built. We interview everyone in scope, map your systems and data, and audit the work process by process. You get the use cases ranked by how fast they return their cost, and one recommended first build.
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Bespoke projects
The recommended use case, built end to end in 3 to 6 weeks on the systems and data you already have. It runs beside the old process, a person approves what leaves, and you own it.
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AI strategic partnership
AI enablement, strategic alignment, development and implementation for a fixed monthly rate. Predictable, with no surprises. Starts with a first quarter.
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Platform agnostic
- Claude
- ChatGPT
- Gemini
- Copilot
The AI providers you already have.
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Systems agnostic
- Your CRM
- Your ERP
- Your documents
- Your data
No migration. You own what we build.
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Industry agnostic
- Financial services
- Compliance
- Real estate
- Healthcare
And others. Every session is built for yours.
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Trilingual
- English
- Spanish
- French
Full professional fluency in all three.
Ready to transform your company?
Book a discovery call
Thirty minutes, on a video call or in person in Austin. Tell us about the company first, so the call starts on your situation and ends with a step and a price range.
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