Equipping startups with tools for the future of business

AI systems that help startups build, operate, and scale faster.

Pixel art of city with mountains behind it.

Topia

Topia

Dashboard

Workflows

Code

Tickets

Agents

AGENTS

CUSTOMER SUPPORT

SupportAgent

v3

ASSISTANT

Founder_Assist

v7

CODING, ASSISTANT

Codebot_02

v2

+ 3 Agents

View more

Portrait of a man with a beard and hat.

Chase Gilmore

OWNER

Output

Confidence

Token Usage

Agent Confidence

0%

20%

40%

60%

01

Final Support

63%

02

Version 2.4 - Fixed

57%

03

Version 2 - Maximum Accuracy

38%

...

+ 2 Variants

-

13

Version 1 - Slow but Sure

33%

Statistics

Confidence Average

21%

53%

Hallucination Average

6%

0.6%

agent_runner.py

01

importasyncio,json,logging

02

frompathlibimportPath

03

fromdataclassesimportdataclass,field

04

fromtypingimportList,Optional,Dict

05

06

logger=logging.getLogger(__name__)

07

08

@dataclass

09

classAgentConfig:

10

name:str

11

model:str="sonnet-v6"

12

model:str="sonnet-v7"

13

max_tokens:int=2048

14

max_tokens:int=4096

15

temperature:float=0.7

16

tools:List[str]=field(default_factory=list)

17

confidence_threshold:float=0.42

18

19

classAgentRunner:

20

"""Runs agents and tracks confidence metrics."""

21

22

def__init__(self,config:AgentConfig):

23

self.config=config

24

self.history:List[Dict]=[]

25

self._session_id=_new_session_id()

26

27

async defrun(self,prompt:str)->Optional[str]:

28

logger.info(f"Running agent{self.config.name}")

29

response=awaitself._call_api(prompt)

30

ifresponse.confidence<self.config.confidence_threshold:

31

logger.warning("Low confidence — flagging for review")

32

self.history.append({"prompt":prompt,"response":response})

33

returnresponse.text

Equipping startups with tools for the future of business

AI systems that help startups build, operate, and scale faster.

Pixel art of city with mountains behind it.

Topia

Topia

Dashboard

Workflows

Code

Tickets

Agents

AGENTS

CUSTOMER SUPPORT

SupportAgent

v3

ASSISTANT

Founder_Assist

v7

CODING, ASSISTANT

Codebot_02

v2

+ 3 Agents

View more

Portrait of a man with a beard and hat.

Chase Gilmore

OWNER

Output

Confidence

Token Usage

Agent Confidence

0%

20%

40%

60%

01

Final Support

63%

02

Version 2.4 - Fixed

57%

03

Version 2 - Maximum Accuracy

38%

...

+ 2 Variants

-

13

Version 1 - Slow but Sure

33%

Statistics

Confidence Average

21%

53%

Hallucination Average

6%

0.6%

agent_runner.py

01

importasyncio,json,logging

02

frompathlibimportPath

03

fromdataclassesimportdataclass,field

04

fromtypingimportList,Optional,Dict

05

06

logger=logging.getLogger(__name__)

07

08

@dataclass

09

classAgentConfig:

10

name:str

11

model:str="sonnet-v6"

12

model:str="sonnet-v7"

13

max_tokens:int=2048

14

max_tokens:int=4096

15

temperature:float=0.7

16

tools:List[str]=field(default_factory=list)

17

confidence_threshold:float=0.42

18

19

classAgentRunner:

20

"""Runs agents and tracks confidence metrics."""

21

22

def__init__(self,config:AgentConfig):

23

self.config=config

24

self.history:List[Dict]=[]

25

self._session_id=_new_session_id()

26

27

async defrun(self,prompt:str)->Optional[str]:

28

logger.info(f"Running agent{self.config.name}")

29

response=awaitself._call_api(prompt)

30

ifresponse.confidence<self.config.confidence_threshold:

31

logger.warning("Low confidence — flagging for review")

32

self.history.append({"prompt":prompt,"response":response})

33

returnresponse.text

Equipping startups with tools for the future of business

AI systems that help startups build, operate, and scale faster.

Pixel art of city with mountains behind it.

Topia

Topia

Dashboard

Workflows

Code

Tickets

Agents

AGENTS

CUSTOMER SUPPORT

SupportAgent

ASSISTANT

Founder_Assist

CODING, ASSISTANT

Codebot_02

+ 3 Agents

Portrait of a man with a beard and hat.

Chase Gilmore

OWNER

Agent Confidence

0%

20%

40%

60%

01

Final Support

63%

02

Version 2.4 - Fixed

57%

03

Version 2 - Maximum Accuracy

38%

...

+ 2 Variants

-

13

Version 1 - Slow but Sure

33%

Statistics

Confidence Average

21%

53%

Hallucination Average

6%

0.6%

Trusted by industry leaders worldwide

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Create, prototype and ship in one AI integrated platform

From early prototype to production, we help your team ship faster with less operational friction.

Learn more

Data Dashboard.
Pixel art of tractor in field.

Create, prototype and ship in one AI integrated platform

From early prototype to production, we help your team ship faster with less operational friction.

Learn more

Data Dashboard.

Speed up your workflow with AI agents

Our agents support operations, support, sales, and internal workflows so your team can focus on high-value work. We integrate with your existing stack and tailor each workflow to your business goals.

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Data dashboard.

Comprehensive startup platform

Unify product, operations, and automation in one platform

Usage by agent

Total tokens consumed this period

SupportAgent

34.2M

41%

Founder_Assist

28.6M

34%

Codebot_02

14.1M

17%

Other Agents

7.3M

8%

Model

Tokens

Cost

Status

topia-cloud-3.0

0M
$0

Active

topia-ace-3.5

0M
$0

Active

claude-haiku

0M
$0

Active

Go live in a matter of days

Launch practical AI workflows with minimal overhead

Fast implementation

Get production-ready automations quickly with clear milestones, controlled rollout, and measurable outcomes.

Built around your stack

We integrate with your current tools and data so teams can adopt AI without changing how they already work.

Designed to scale

Start with one high-impact workflow and expand to a reliable AI foundation as your company grows.

Launch your company with a world-class product suite

Product details

From customer support to internal operations, our platform combines agents, automation, and insight tools in one place. Your team gets faster execution, stronger consistency, and better visibility across every function.

Agents
Tokens
Customisation
Scale

Agent Confidence

0%

20%

40%

60%

SupportAgent

34.2M

41%

Founder_Assist

28.6M

34%

Codebot_02

14.1M

17%

Other agents

7.3M

8%

Agents
Tokens
Customisation
Scale

Agent Confidence

0%

20%

40%

60%

SupportAgent

34.2M

41%

Founder_Assist

28.6M

34%

Codebot_02

14.1M

17%

Other agents

7.3M

8%

Agents
Tokens
Customisation
Scale

Agent Confidence

0%

20%

40%

60%

SupportAgent

34.2M

41%

Founder_Assist

28.6M

34%

Codebot_02

14.1M

17%

Other agents

7.3M

8%

Built for startups at every stage

From early-stage teams to scaling companies, businesses trust Topia to improve speed, quality, and operational efficiency.

Award logo.
Improved activation and retention across core workflows
Improved activation and retention across core workflows
Found product-market fit faster with AI-led iteration
Found product-market fit faster with AI-led iteration
Higher product adoption in key customer segments
Higher product adoption in key customer segments
Enabled funding of a $26M series A round
Enabled funding of a $26M series A round
Accelerated validation cycles across product and go-to-market
Accelerated validation cycles across product and go-to-market
Strengthened growth metrics ahead of fundraising
Strengthened growth metrics ahead of fundraising

Topia

Topia

Topia

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