An outside AI accelerator for teams ready to move

Stop guessing what AI to build.

Metacto helps leadership teams identify the workflow worth funding, prove the business case, and build the system alongside your team.

Talk through AI opportunities

Find the workflow worth funding, then build it, with your team.

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20+ years building production software. 100+ products shipped.

Trusted by operators at PE-backed and mid-market companies

5.0 on Clutch
Focus

Your team is already experimenting. Now it needs focus.

Most companies do not need more AI ideas. They need to know which workflow is worth changing first, what number it should move, and who can help build it without turning it into a science project.

88%
use AI in at least one business function — near-universal adoption
20%
capture 74% of AI’s economic value — value is concentrated
5%
see measurable P&L impact — almost no bottom-line return

Sources: McKinsey, The State of AI 2026 · PwC, 2026 AI Performance Study · MIT Project NANDA, GenAI Divide 2025

See where you land
AI maturity

AI activity is not AI maturity.

Claude, Copilot, GPTs, and dashboards aren't maturity. The question isn't who uses AI. It's where AI has changed how work gets done.

Most teams stall at activity. Metacto moves you to measured impact.

The maturity questions that matter:

  • Which workflow should change first?
  • Who owns the business metric?
  • What is the baseline today?
  • How do we avoid a science project?
Where AI pays back

Where AI moves business value.

Revenue

Sharper qualification, faster follow-up, better conversion.

Margin & cost

Less manual review, fewer repeats, lower cost per output.

Speed

Shorter cycle times, faster approvals and reporting.

Quality

More consistent decisions, fewer errors and rework.

Risk & compliance

Earlier exception detection, clearer audit trails.

Find where AI can move a number
Demo vs. business case

The demo is not the business case.

A great demo is the easy 5%. Metacto builds the other 95% that makes AI pay back in production.

The demo 5% Model capability, a chat interface, a prototype workflow, demo data. The part you've already seen.

The Production System · 95%

  • Business context So the system understands how your business actually works.
  • Source-of-truth data So answers are grounded in real records, not guesses.
  • Role-based access So people only see and do what they should.
  • Rules & exceptions So the system respects policy and the edge cases.
  • Approval paths So the right actions wait for a human.
  • Human review So judgment stays with your team.
  • Write-backs So results land in the systems work already runs on.
  • Logs & audit trails So leaders can see what happened and why.
  • Monitoring & cost So errors, latency, usage, and spend stay visible.
  • Adoption & ownership So the workflow is used, and owned, after launch.
  • ROI measurement So business impact is tracked, not assumed.
Pressure-test your AI business case
Proof

Built, not just advised.

Education · Scholarship access

20+ years of production software, now building agentic workflows on top of real platforms.

Metacto rebuilt Securing Degrees from spreadsheets into a purpose-built platform, then layered an agentic workflow that searches, enriches, qualifies, and creates records, with admins in the loop. We build alongside your team.

Enterprise impact  ·  Revenue · Quality · Speed

“My results weren't diluted with technology. Being tech-enabled lets me see what's going on, and that transparency builds trust.”

Founder, Securing Degrees
$7.8M

in verified private scholarship wins, across fewer than 400 active students

  • 100+ products shipped over 20+ years
  • 3,000 applications started on the platform
  • 80%+ of edited essays convert to wins
More in production
Marketing agency

Lead & deal agents for RevOps

$1.4M added pipeline

17% → 22% win rate

Revenue · Speed

Construction payroll

Embedded compliance copilot

$320K annual capacity recovered

1.67× analyst output

Risk · Margin

Request the case studies
How we work

Find it. Prove it. Build it.

An outside accelerator that moves with your team, from the first opportunity to a workflow in production.

01 · Find it

Opportunity Map

You get Ranked opportunities and a recommended first workflow.

02 · Prove it

Baseline & business case

You get The baseline, the metric, and a build / no-build call.

03 · Build it

Agentic workflow

You get A live workflow with human review and integrations.

04 · Expand it

Continuous AI Ops

You get ROI reporting and an expansion roadmap.

Decision packet

Built so the whole team can say yes.

Sponsor, operator, and IT each get what they need to decide.

Sponsor

For the sponsor

What to fund, the expected ROI, and who owns the metric.

Operator

For the operator

What changes, what stays human, and where exceptions go.

IT & security

For IT & security

Systems touched, data used, and the controls required.

One assessment, one decision the whole team can get behind.
Fit

Is this right for your team?

A fit when
  • Your team is experimenting, but needs focus and speed
  • You want a partner who builds, not just advises
  • A manual workflow is capping revenue, margin, speed, quality, or risk
  • An executive will own the outcome
  • You want to accelerate your team, not replace it
Not a fit if
  • You only want a prompt workshop
  • You want a one-off prototype, no owner
  • You're not ready to measure the baseline
  • No one owns the business outcome

Questions before you start.

How do you work with our internal team?

We work alongside your people, not around them. We bring the AI-native engineering and the production discipline; your team brings the business context and the ownership.

Are you strategy, implementation, or both?

Both. We start by finding and proving the workflow worth funding, then build the agentic system and measurement layer when the business case is real.

What happens after the first workflow?

We measure the impact, then expand to adjacent workflows once the first proves out, with a roadmap your sponsors can track.

How quickly can we identify the first opportunity?

The assessment is scoped before kickoff and focuses on finding one workflow worth funding fast, rather than boiling the ocean.

Do you replace our team or accelerate them?

Accelerate. The goal is to move your team faster and leave them with a workflow they own, not a dependency.

Can you work with our IT and security teams?

Yes. Access controls, permissions, documentation, and auditability are part of the work, so it is easy to bring IT and security in early.

AI Accelerator

Move faster on AI, with focus.

Talk through where AI can move a real business number, then get the first workflow worth funding and a build / no-build call.

What you'll get

  • An AI maturity snapshot
  • A ranked AI Opportunity Map
  • A baseline and ROI hypothesis
  • A first-workflow recommendation
  • A build / no-build call

Find it. Prove it. Build it.

No spam
100% secure
Quick response