Forward Agentic Work Mode

Define the work before you automate it

Forward Agentic Work Mode (FAWM) reads your systems, SOPs and interview transcripts, maps the jobs your teams actually do, and scores each one before anyone builds an agent.

THE PROBLEM
Why most enterprise AI never reaches production.
Agent programs stall for the same three reasons.

Data was built for reporting

Your data model was designed to answer questions after the fact, not to let an agent execute a job.

The work was never defined

Workflows lack explicit guardrails, and end-to-end operational clarity needed for execution.

AI treated as packaged software

Enterprise work has exceptions and liability. Off-the-shelf assumptions break on contact with it.
THE FAWM REALITY
A use case is not a unit of automation. A job is.
Platform Demo
See FAWM map an operation in minutes.
Validation Framework
Automate only where all three intersect
FAWM only recommends building an agent when the job passes
Make the connection
We help you discover and spot potential customers in your network who are starting a new initiative.
Possible now
Data readiness, path dependencies, AI feasibility, and a POC against your real data.
Economically justified
A named metric: cost, cycle time, error rate or throughput.
How FAWM solves it
We model the work before we automate it.
FAWM models how work actually happens across your enterprise by analyzing systems, data, and operational artifacts.
01

Ingest

Schemas, APIs, SOPs, logs and interview transcripts.

Ingest
Co-discover
02

Co-discover

Entities and jobs emerge together from your systems.

03

Score

Every job placed by automation potential, impact and oversight.

Score
THE AUTOMATION HEATMAP
See which jobs to automate now.
Every job is placed by business impact and automation potential, and coloured by oversight intensity.
BEYOND THE HEATMAP
Everything else in your blueprint.
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Agent specs and PRDs
For the jobs that pass all three tests.
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Readiness gaps
Data availability, quality, consent, security and integrations to fix before any build starts.
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Oversight design
For every Hybrid job: the oversight screen, exception path and handoff, designed before the agent is built.
BLUEPRINT CONFIDENCE
The more you share, the more confident the blueprint.
What you share decides how much of your automation surface the blueprint covers. Pick a starting point to see what it gives you.
ARCHITECTURE
Design intelligence built for enterprise scale and control.
If the architectural boundary is not clear up front, integration fails. FAWM generates the architecture alongside the blueprint, so design specs move cleanly into production code.
CUSTOMER STORIES

Results we're proud of

Agentic Transformation Telecom · Network operations
~50%
targeted reduction in MTTR
Targeted cut in time to resolve, with a root-cause analysis agent for a US broadband provider.
Read the story →
50 percent stat graphic
Agentic Transformation ↗
INSURANCE
~50%
targeted reduction in MTTR
How agents took over claims intake without losing human review
~50%
targeted reduction
Agentic Transformation
INSURANCE ↗
How agents took over claims intake without losing human review
Agentic Engineering LAW
3X
faster legal research
Building a lending platform with specs first and agents building against them
Structured specs became the contract. Agents built to them, tested against them, and flagged drift — shipping three times faster without sacrificing compliance.
Read the story →
3x stat graphic
Agentic Engineering ↗
LAW
3X
faster legal research
Building a lending platform with specs first and agents building against them
3X
faster release cycles
Agentic Engineering
LAW ↗
Building a lending platform with specs first and agents building against them
Agentic Transfrmation SecOps
40%
less time on incident triage
Incident triage that routes itself
Agents now read incoming alerts, correlate signals across systems, and assign severity — before a human ever opens a ticket. Teams focus on resolution, not classification.
Read the story →
40 percent graphic
Agentic Transfrmation ↗
SecOps
40%
less time on incident triage
Fewer SLA breaches, with an orchestration studio for a team supporting 10K+ employees.
40%
less time on
incident triage
Agentic Transfrmation
SecOps ↗
Fewer SLA breaches, with an orchestration studio for a team supporting 10K+ employees.
Agentic Transfrmation PHARMA
1 week
from kickoff to first release
Instead of ~2 months, with agents that co-author clinical study documents.
Starting from AI-native principles let us move fast without accruing debt. Eight weeks later, the product was live — and the architecture was ready for what came next.
Read the story →
8 weeks graphic
Agentic Transfrmation ↗
PHARMA
1 week
from kickoff to first release
Instead of ~2 months, with agents that co-author clinical study documents.
1 week
from kickoff to
first release
Agentic Transfrmation
PHARMA ↗
Instead of ~2 months, with agents that co-author clinical study documents.
50 percent
Agentic Transformation INSURANCE
~50%
targeted reduction in MTTR
How agents took over claims intake without losing human review
We rewired the intake pipeline with specialized agents that classify, validate, and route claims...
Read the story →
~50%
targeted reduction
Agentic Transformation
INSURANCE ↗
3x
FINTECH
3X
faster release cycles
Building a lending platform with specs first and agents building against them
Structured specs became the contract. Agents built to them, tested against them...
Read the story →
3X
faster release cycles
FINTECH ↗
40 percent
LOGISTICS
40%
less time on incident triage
Incident triage that routes itself
Agents now read incoming alerts, correlate signals across systems, and assign severity...
Read the story →
40%
less time on
incident triage
LOGISTICS ↗
8 weeks
LOGISTICS
1 week
from kickoff to first release
A patient scheduling product, built AI-native from day one
Starting from AI-native principles let us move fast without accruing debt. Eight weeks later...
Read the story →
1 week
from kickoff to
first release
LOGISTICS ↗

Start with 30 minutes. Leave with a direction.

One working session gives you a directional view of your automation surface. Share more, and the blueprint gets more complete.

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